{"id":"W4200633335","doi":"","title":"Impact of the COVID-19 Pandemic on the Diagnosis of Oral and Maxillofacial Malignancies: A Retrospective Study.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oral and maxillofacial surgery; Pandemic; Coronavirus disease 2019 (COVID-19); Oral and maxillofacial pathology; Retrospective cohort study; Dermatology; Biopsy; Outpatient clinic; Dentistry; General surgery; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008373078,0.000231802,0.0002193272,0.001295925,0.00105428,0.0008355165,0.000502991,0.0003174946,0.002197968],"category_scores_gemma":[0.002939622,0.0003544501,0.0003564832,0.00244234,0.0006035417,0.0004824056,0.0008081275,0.0004418593,0.0002751219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003346849,"about_ca_system_score_gemma":0.004854251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3681471,"about_ca_topic_score_gemma":0.5000705,"domain_scores_codex":[0.9985889,0.0001304424,0.0001817997,0.0002021727,0.0005654267,0.0003312333],"domain_scores_gemma":[0.9961926,0.0003689403,0.002202989,0.0001690076,0.000597283,0.0004691522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001544249,0.000004638011,0.9993253,0.00000891201,0.000007319175,0.00006600828,0.00007152078,0.00000620767,0.00003788094,0.000005641845,0.00006670655,0.0003844985],"study_design_scores_gemma":[0.000001183695,0.00002897473,0.9983112,0.00001721552,0.000008547182,0.0003549729,0.0008059788,0.00003092965,0.00003048607,0.000003747136,0.0004044118,0.000002499809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958327,0.0006852212,0.00007507432,0.00007159851,0.000007711503,0.0000431939,0.001792824,0.00000470212,0.001486837],"genre_scores_gemma":[0.9983246,0.0004182351,0.00007351949,0.00005672798,0.000008681252,0.00001571324,0.0008559981,0.000002855008,0.0002437209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3681471,"threshold_uncertainty_score":0.7320086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08880344589225775,"score_gpt":0.3559017107760862,"score_spread":0.2670982648838284,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}